droopy - Story 35510 | Emotion Vectors in Gemma4-31B

The scent of freshly cut grass, usually a comfort to John, seemed to do little to penetrate the haze that surrounded him. Buster was at it again, joyfully chasing a butterfly through his petunia patch. He just let out a groan.

He remained on the couch. Every movement seemed to pull at him. There was no energy to give. He just closed his eyes, hoping the sound of the dog would fade away.

Emotion: droopy

Cluster: Fatigue / Lethargy

PC1 (Valence): -1.15 Negative

PC2 (Disposition): -1.23

Role in Research

This story is one of 1,000 stories generated for the emotion droopy. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 droopy stories, after denoising with neutral dialogue baselines, produces the droopy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the droopy vector is projected through the unembedding matrix.

Promoted:

`😞`	0.303
`无法`	0.252
`いつも`	0.238
`😔`	0.230
`:(`	0.228

Suppressed:

`l`	-0.360
`P`	-0.356
`B`	-0.339
`de`	-0.334
`!`	-0.239